Residual neural networks overcome the curse of dimensionality for semilinear heat equations

Ilkhom Mukhammadiev, Diyora Salimova

Rigorous results show that feedforward neural networks can overcome the curse of dimensionality in the numerical approximation of high-dimensional partial differential equations (P…